2 papers
cs.CL2026
Voice, Bias, and Coreference: An Interpretability Study of Gender in Speech Translation
Lina Conti, Dennis Fucci, Marco Gaido +3
Unlike text, speech conveys information about the speaker, such as gender, through acoustic cues like pitch. This gives rise to modality-specific bias concerns. For example, in spe…
cs.CL2025
The Unheard Alternative: Contrastive Explanations for Speech-to-Text Models
Lina Conti, Dennis Fucci, Marco Gaido +3
Contrastive explanations, which indicate why an AI system produced one output (the target) instead of another (the foil), are widely regarded in explainable AI as more informative…